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Ensemble Learning

Papers

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Showing 1–25 of 1207 papers

TitleStatusHype
Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain GeneralizationCode0
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning—0
MEL: Multi-level Ensemble Learning for Resource-Constrained Environments—0
Learning Personalized Utility Functions for Drivers in Ride-hailing Systems Using Ensemble Hypernetworks—0
RocketStack: A level-aware deep recursive ensemble learning framework with exploratory feature fusion and model pruning dynamics—0
A Model-Mediated Stacked Ensemble Approach for Depression Prediction Among Professionals—0
ESRPCB: an Edge guided Super-Resolution model and Ensemble learning for tiny Printed Circuit Board Defect detection—0
An Interpretable Machine Learning Approach in Predicting Inflation Using Payments System Data: A Case Study of Indonesia—0
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025Code0
Improving Oral Cancer Outcomes Through Machine Learning and Dimensionality Reduction—0
Spatiotemporal deep learning models for detection of rapid intensification in cyclones—0
HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting—0
The Universality Lens: Why Even Highly Over-Parametrized Models Learn Well—0
The cost of ensembling: is it always worth combining?—0
Softlog-Softmax Layers and Divergences Contribute to a Computationally Dependable Ensemble Learning—0
Ensemble-MIX: Enhancing Sample Efficiency in Multi-Agent RL Using Ensemble Methods—0
A SHAP-based explainable multi-level stacking ensemble learning method for predicting the length of stay in acute stroke—0
EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models—0
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech—0
Bayesian ensemble learning for predicting health outcomes of multipollutant mixtures—0
LengthLogD: A Length-Stratified Ensemble Framework for Enhanced Peptide Lipophilicity Prediction via Multi-Scale Feature Integration—0
iBitter-Stack: A Multi-Representation Ensemble Learning Model for Accurate Bitter Peptide IdentificationCode0
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers—0
Bayesian Ensembling: Insights from Online Optimization and Empirical BayesCode0
High-Dimensional Analysis of Bootstrap Ensemble Classifiers—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified